Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001411

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001352

distance 0.244

#2 · Kolhapurcell 4800002069

distance 0.259

#3 · Dharashivcell 4880003167

distance 0.267 · cross-district

#4 · Beedcell 4700003518

distance 0.267 · cross-district

#5 · Beedcell 4700004020

distance 0.267 · cross-district

#6 · Kolhapurcell 4800001686

distance 0.284

#7 · Solapurcell 4960009627

distance 0.287 · cross-district

#8 · Solapurcell 4960009150

distance 0.295 · cross-district

#9 · Kolhapurcell 4800003814

distance 0.297

#10 · Washimcell 4990000188

distance 0.297 · cross-district

#11 · Solapurcell 4960001170

distance 0.297 · cross-district

#12 · Solapurcell 4960010062

distance 0.299 · cross-district

#13 · Solapurcell 4960000933

distance 0.299 · cross-district

#14 · Solapurcell 4960010859

distance 0.3 · cross-district

#15 · Laturcell 4810000140

distance 0.3 · cross-district

#16 · Solapurcell 4960009898

distance 0.301 · cross-district

#17 · Buldhanacell 4720006525

distance 0.301 · cross-district

#18 · Solapurcell 4960010087

distance 0.302 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800001411}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.